{"id":"W6948949322","doi":"10.5281/zenodo.10723025","title":"HYADES","year":2024,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009747572,0.003848005,0.00210495,0.004057709,0.000817918,0.001847206,0.003357536,0.002210642,0.05266675],"category_scores_gemma":[0.002858815,0.0009883964,0.001762302,0.005920921,0.0005523072,0.001373132,0.001641167,0.002007715,0.1172321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009312787,"about_ca_system_score_gemma":0.002200844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03412094,"about_ca_topic_score_gemma":0.04697612,"domain_scores_codex":[0.9989806,0.0001453788,0.00008327298,0.0003430019,0.0002809169,0.0001667886],"domain_scores_gemma":[0.9986896,0.0002216828,0.0001090914,0.0004629702,0.0003533406,0.0001633722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000804885,0.00003245319,0.000500031,0.0003422345,0.00004639722,0.00002194825,0.0000253756,0.001234667,0.0002858337,0.0003798773,0.9942665,0.002784305],"study_design_scores_gemma":[0.0003811474,0.00003078697,0.00555515,0.0001966138,0.00007035409,0.00007554143,0.0000816247,0.003047416,0.0008698223,0.002051073,0.9875668,0.00007356139],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002178336,0.00005306279,0.0001677218,0.00003018975,0.00003131177,0.000009389769,0.9977012,0.00119941,0.0005899227],"genre_scores_gemma":[0.0002744694,0.00003064219,0.000383428,0.00001630301,0.000006231106,0.00002450833,0.9987302,0.0001535833,0.0003805405],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9473332,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0400355687200778,"score_gpt":0.2717326681196125,"score_spread":0.2316970993995347,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}